When a buyer asks ChatGPT, Perplexity or Gemini who to hire on Webflow, this is exactly what each engine says about Madak — measured 2026-07-18, every figure recomputable from our public dataset.
"AI search hasn’t formed a view of Madak yet. The six checks below are exactly what changes that."
Across 150 AI answers to 50 real Webflow buyer questions (July 16, 2026), Madak was not mentioned once — like 95% of the 982 Webflow Experts we measure. AI hasn't formed a view of them yet; the checklist below is what that takes.
Not yet in our 50-question buyer study (July 2026) — but 2 of 3 engines recognise them when asked directly.
Perplexity: yes; ChatGPT: no; Gemini: yes (direct recognition probe, 2026-07-18).
A 0–100 measure combining direct engine recognition, mentions in our monthly buyer-question study, and on-site GEO readiness. The formula is published and every input is measured, dated, and recomputable.
The free HarperFlow GEO audit runs your buyers' actual questions through all three engines and shows exactly who they name instead of you.
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